Runtime Application Behavior Prediction Using a Statistical Metric Model

Statistical Regimes and Runtime Prediction

The last decade has seen a growing interest in solver portfolios, automated solver configuration, and runtime prediction methods. At their core, these methods rely on a deterministic, consistent behaviour from the underlying algorithms and solvers. However, modern state-of-the-art solvers have elements of stochasticity built in such as randomised variable and value selection, tie-breaking, and ...

A New Model for Text Coherence Evaluation using Statistical Characteristics

Statistical Prediction of Probable Seismic Hazard Zonation of Iran Using Self-organized Artificial Intelligence Model

The Iranian plateau has been known as one of the most seismically active regions of the world, and it frequently suffers destructive and catastrophic earthquakes that cause heavy loss of human life and widespread damage. Earthquakes are regularly felt on all sides of the region. Prediction of the occurrence location of the future earthquakes along with determining the probability percentage can...

ExplorViz: Visual Runtime Behavior Analysis of Enterprise Application Landscapes

Enterprise application landscapes are complex and hard to manage systems. Enterprise models abstract from this complexity and seek to capture relevant information to cope with business requirements, i.e., increase flexibility while reducing costs of IT. Recent automated approaches focus on utilizing existing information sources. We identified two issues in current approaches. First, in line wit...

A statistical model for prediction of radiation induced sensorineural hearing loss in radiotherapy of brain

Introduction: The purpose of this study was to develop a statistical model for prediction of radiation induced sensorineural hearing loss (SNHL) induced by radiotherapy in patients with brain tumors.   Materials and Methods: CT scan of 18 patients (10 males and 8 females) with brain tumor who were referred to Radiation Center of Milad Hospital in Isfahan in 2...